SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration
An AI research paper on SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration.
Engineering 5.0 · Research 7.0 · Business 4.0
aipentium - AI Papers with Code, Datasets and Engineering Notes
aipentium: browse curated AI and robotics papers about humanoid robots, embodied AI, robot manipulation, VLA models, Diffusion Policy, Sim2Real and robot foundation models.
The Energy Consumption of Transformer Fine-Tuning: A Roofline-Inspired Scaling Model
An AI research paper on The Energy Consumption of Transformer Fine-Tuning: A Roofline-Inspired Scaling Model.
Engineering 5.0 · Research 7.0 · Business 4.0
AI Fiction in the Wild
An AI research paper on AI Fiction in the Wild.
Engineering 5.0 · Research 7.0 · Business 4.0
From Fragments to Paths: Task-Level Context Recovery for Large Industrial Codebases
An AI research paper on From Fragments to Paths: Task-Level Context Recovery for Large Industrial Codebases.
Engineering 5.0 · Research 7.0 · Business 4.0
Graph-Enhanced Large Language Models for Spatial Search
An AI research paper on Graph-Enhanced Large Language Models for Spatial Search.
Engineering 5.0 · Research 7.0 · Business 4.0
Provable Benefits of RLVR over SFT for Reasoning Models: Learning to Backtrack Efficiently
An AI research paper on Provable Benefits of RLVR over SFT for Reasoning Models: Learning to Backtrack Efficiently.
Engineering 5.0 · Research 7.0 · Business 4.0
When Preferences Fail to Become Incentives: A Utility-Behavior Gap in Large Language Models
An AI research paper on When Preferences Fail to Become Incentives: A Utility-Behavior Gap in Large Language Models.
Engineering 5.0 · Research 7.0 · Business 4.0
StatABench: Dataset and Framework for Evaluating Statistical Analysis Capabilities of LLMs
An AI research paper on StatABench: Dataset and Framework for Evaluating Statistical Analysis Capabilities of LLMs.
Engineering 5.0 · Research 7.0 · Business 4.0
Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning
An AI research paper on Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning.
Engineering 5.0 · Research 7.0 · Business 4.0
A Stackelberg Framework for Resource-Aware LLM Agents: Learning, Repair, and Conditional Guarantees
An AI research paper on A Stackelberg Framework for Resource-Aware LLM Agents: Learning, Repair, and Conditional Guarantees.
Engineering 5.0 · Research 7.0 · Business 4.0
The Model as One Rater Among Several: Measuring Political Positions in Data-Sparse Regions with a Language-Model Panel
An AI research paper on The Model as One Rater Among Several: Measuring Political Positions in Data-Sparse Regions with a Language-Model Panel.
Engineering 5.0 · Research 7.0 · Business 4.0
Attention-Spectrum Regularization for Replay-Free Continual Multimodal LLMs
An AI research paper on Attention-Spectrum Regularization for Replay-Free Continual Multimodal LLMs.
Engineering 5.0 · Research 7.0 · Business 4.0
PRIDE: Privileged Information-enhanced Distillation for Empathetic Dialogue Generation
An AI research paper on PRIDE: Privileged Information-enhanced Distillation for Empathetic Dialogue Generation.
Engineering 5.0 · Research 7.0 · Business 4.0
LLM-Aided A* Search in Non-Geometric Network Graphs
An AI research paper on LLM-Aided A* Search in Non-Geometric Network Graphs.
Engineering 5.0 · Research 7.0 · Business 4.0
Memory Contagion: Cross-Temporal Propagation of Evaluator Bias via Agent Memory
An AI research paper on Memory Contagion: Cross-Temporal Propagation of Evaluator Bias via Agent Memory.
Engineering 5.0 · Research 7.0 · Business 4.0
When Does Intrinsic Self-Correction Help? A Task-Sensitive Analysis
An AI research paper on When Does Intrinsic Self-Correction Help? A Task-Sensitive Analysis.
Engineering 5.0 · Research 7.0 · Business 4.0
HOLMES: Evaluating Higher-Order Logical Reasoning in LLMs
An AI research paper on HOLMES: Evaluating Higher-Order Logical Reasoning in LLMs.
Engineering 5.0 · Research 7.0 · Business 4.0
GIF: Locally Sound Geometric Information Flow Control for LLMs
An AI research paper on GIF: Locally Sound Geometric Information Flow Control for LLMs.
Engineering 5.0 · Research 7.0 · Business 4.0
Abstract representational geometry supports inference in large language models
An AI research paper on Abstract representational geometry supports inference in large language models.
Engineering 5.0 · Research 7.0 · Business 4.0
Distribution-Aware Diffusion-LLM for Robust Ultra-Long-Term Time Series Forecasting
An AI research paper on Distribution-Aware Diffusion-LLM for Robust Ultra-Long-Term Time Series Forecasting.
Engineering 5.0 · Research 7.0 · Business 4.0